Table 12.

AP and mAP based on EMDS-6 object detection of different types of EMs.

Model\sample (AP)	Actinophrys	Arcella	Aspidisca	Codosiga	Colpoda	Epistylis	Euglypha	Paramecium
Faster RCNN	0.95	0.75	0.39	0.13	0.52	0.24	0.68	0.70
Mask RCNN	0.70	0.85	0.40	0.18	0.35	0.53	0.25	0.70
Model\sample	Rotifera	Vorticella	Noctiluca	Ceratium	Stentor	Siprostomum	K.Quadrala	Euglena
Faster RCNN	0.69	0.30	0.56	0.61	0.47	0.60	0.22	0.37
Mask RCNN	0.40	0.15	0.90	0.70	0.65	0.7	0.45	0.25
Model\sample	Gymnodinium	Gonyaulax	Phacus	Stylongchia	Synchaeta	mAP	–	–
Faster RCNN	0.53	0.25	0.43	0.42	0.61	0.50	–	–
Mask RCNN	0.60	0.28	0.50	0.68	0.48	0.51	–	–